{"id":"W3092181885","doi":"10.1177/0032258x20962833","title":"An exploration of the use of tactical officers in three Canadian police services","year":2020,"lang":"en","type":"article","venue":"The Police Journal Theory Practice and Principles","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Western University","funders":"","keywords":"Officer; Thematic analysis; Public relations; Computer security; Psychology; Engineering; Business; Political science; Criminology; Law; Computer science; Qualitative research; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605073,0.0001011139,0.0001577043,0.00008675952,0.0007344041,0.000203065,0.0004853403,0.00008623677,0.00008530177],"category_scores_gemma":[0.0009416141,0.00006466496,0.00005858831,0.0004274432,0.0003405377,0.004006487,0.00005857236,0.0004944008,0.000005460778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005922917,"about_ca_system_score_gemma":0.0006757941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8203923,"about_ca_topic_score_gemma":0.8887295,"domain_scores_codex":[0.996972,0.001965876,0.0003532355,0.0001120656,0.0003213811,0.0002754432],"domain_scores_gemma":[0.9966369,0.002114717,0.0005437722,0.0002321818,0.0001636252,0.0003088046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003978968,0.00009936437,0.004940996,0.0000340816,0.00007214821,0.000001114723,0.7585928,0.00231846,0.0008645079,0.2295645,0.00005252968,0.003061684],"study_design_scores_gemma":[0.0005741226,0.0003016893,0.05598095,0.0001629545,0.0004258113,0.00007179443,0.5085102,0.001673573,0.0001734598,0.006880417,0.4249149,0.0003301398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346208,0.00004456942,0.00009306628,0.05653989,0.0001058812,0.0002072317,0.00002203227,0.000009273047,0.008357228],"genre_scores_gemma":[0.9932328,0.001061806,0.0002858331,0.004984247,0.0003728048,0.000002348218,6.84937e-7,0.00001055551,0.0000489059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4248623,"threshold_uncertainty_score":0.5648516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2321677194018604,"score_gpt":0.3951196717359829,"score_spread":0.1629519523341225,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}